mirror of
https://github.com/NousResearch/hermes-agent.git
synced 2026-07-30 18:57:51 +00:00
90b68520ac
Salvaged from PR #62977 (@Vissirexa) — TTS model-cache half only (the hindsight turn-buffer half is a different subsystem and was dropped). _piper_voice_cache and _kittentts_model_cache were keyed by voice/model with no eviction, and each entry is a whole loaded model (tens of MB). A surface that sweeps voices pinned one model per voice for the process lifetime. New _tts_cache_get_or_load() get-or-loads through a small LRU (_TTS_MODEL_CACHE_MAX=3), refreshing recency on a hit and evicting the least-recently-used model on a cold miss.
44 lines
1.6 KiB
Python
44 lines
1.6 KiB
Python
"""LRU bound on the Piper/KittenTTS model caches.
|
|
|
|
Each cached entry is a whole loaded TTS model (tens of MB). Without a cap the
|
|
caches pinned one model per distinct voice/model for the process lifetime, so a
|
|
surface that sweeps voices grew memory with no ceiling. `_tts_cache_get_or_load`
|
|
loads on a miss and evicts the least-recently-used entry beyond the cap.
|
|
"""
|
|
from __future__ import annotations
|
|
|
|
import tools.tts_tool as tts
|
|
|
|
|
|
def test_loads_on_miss_and_serves_from_cache_on_hit():
|
|
cache: dict = {}
|
|
calls = []
|
|
|
|
def load():
|
|
calls.append(1)
|
|
return "model"
|
|
|
|
assert tts._tts_cache_get_or_load(cache, "a", load) == "model"
|
|
assert tts._tts_cache_get_or_load(cache, "a", load) == "model"
|
|
assert len(calls) == 1 # loaded once, second call served from cache
|
|
|
|
|
|
def test_evicts_least_recently_used_beyond_cap(monkeypatch):
|
|
monkeypatch.setattr(tts, "_TTS_MODEL_CACHE_MAX", 2)
|
|
cache: dict = {}
|
|
for k in ("a", "b", "c"):
|
|
tts._tts_cache_get_or_load(cache, k, lambda k=k: k)
|
|
assert set(cache) == {"b", "c"} # "a", the oldest, was evicted
|
|
assert len(cache) == 2
|
|
|
|
|
|
def test_hit_refreshes_recency_so_eviction_is_lru_not_fifo(monkeypatch):
|
|
monkeypatch.setattr(tts, "_TTS_MODEL_CACHE_MAX", 2)
|
|
cache: dict = {}
|
|
tts._tts_cache_get_or_load(cache, "a", lambda: "a")
|
|
tts._tts_cache_get_or_load(cache, "b", lambda: "b")
|
|
# Touch "a": "b" is now the least recently used.
|
|
tts._tts_cache_get_or_load(cache, "a", lambda: "a")
|
|
tts._tts_cache_get_or_load(cache, "c", lambda: "c")
|
|
assert "b" not in cache
|
|
assert set(cache) == {"a", "c"}
|